running head: neuropsychology of mandarin …modalities test (smith, 1991), and the coin rotation...
TRANSCRIPT
Mandarin-Speaking Children 1
Running head: NEUROPSYCHOLOGY OF MANDARIN-SPEAKING CHILDREN
Multicultural Neuropsychology: Performance of Mandarin-Speaking Children
On Widely Used Assessment Instruments
Shaio-Ling Judy Hsieh, Christopher D. Tori, and Paul Saito
California School of Professional Psychology, Alliant International University
Date Completed: January 2008
Mandarin-Speaking Children 2
Abstract
In order to extend the multicultural horizons of neuropsychological assessment in the
Chinese mainland, a battery of eight commonly used neurocognitive tests assessing motor
speed, verbal and visual-spatial memory, language fluency, attention, and executive
functioning were given to 224 Mandarin-speaking school children (107 boys and 117
girls) between the ages of 6 and 12 years. As main effects emerged from a 2 (gender) by
7 (age groups) multivariate analysis of variance (ps < .01), data were arranged by year
level (all tests) and additionally by gender and year where the performance of boys and
girls significantly differed. It is hoped these preliminary norms will have pragmatic
psychodiagnostic utility for those involved in assessing the neuropsychological status of
Mandarin-speaking children.
Mandarin-Speaking Children 3
Multicultural Neuropsychology: Performance of Mandarin-Speaking Children
On Easily Administered Assessment Instruments
As the psychology indigenization movement becomes prominent in Asia (Ho,
Peng, Lai, & Chan, 2001; Kim & Park, 2007), some have called for locally developed,
culturally specific assessment instrumentation (Chan, 1987; Chan, Shun, & Cheung,
2003, Sue & Chang, 2003). Others, however, such as Hsieh and Tori (2007) and Hedden
et al. (2002) have cautioned against an unwanted monoculturalism in assessment theory
and practice arguing that the ethnicity of test authors or where an assessment instrument
was developed do not, per se, determine the utility of tests for diverse populations. From
this perspective, an important aspect of multicultural neuropsychology involves the
collection of local norms on assessment instruments having cultural invariant test
performance potential.
Ubiquitous Human Functions
There are many neuropsychological functions found among all peoples (e.g.,
memory for objects and faces, recognizing incongruities, naming of flora and fauna,
motoric speed, and connecting points) and the assessment of basic skills in cross-cultural
settings has a long history. Hsieh and Tori (1993), for example, sought to understand the
effects of Chinese language instruction on neurocognitive functions using samples
monolingual and bilingual children and Shuttleworth-Edwards, Donnelly, Reid, and
Radloff (2004) found that WAIS-III Digit Symbol subtest scores were relatively
independent of cultural setting. Many assessment instruments have been developed with
the explicit goal of use in diverse cultural settings such as Leiter International
Performance Scale and Ravens Progressive Matrices (Athanasiou, 2000; Court, 1991).
Mandarin-Speaking Children 4
Thus, for many research purposes, each culture and locale does not require individualized
assessment instrumentation. From this perspective, multicultural assessment might be
better served through the collection of local norms on tasks that are found in all societies
and the present research was done with goal in mind. Such an approach does not, of
course, preclude indigenous assessment instrumentation efforts. Both approaches may
eventually have symbiotic effects and be indicative of a vibrant multicultural
neuropsychology movement (Horton, 2008).
Rationale for the Instruments Used
Because the number of psychologists (and neuropsychologists in particular)
relative to the Chinese population is quite small (Han & Zhang, 2007; Yang, 2004), local
norms were collected on tests that could easily be administered by general practitioners,
other professionals (e.g., teachers, public health workers, nurses), or paraprofessionals.
Additionally, all instruments must have been successfully used cross-cultural studies.
With these selection criteria in mind, the following tests were chosen: California Verbal
Learning Test – Children’s Version (Delis, Kramer, Kaplan, & Ober, 1994), Rey-
Osterrieth Complex Figure Test (Meyers & Meyers, 1995), animal and food naming
(Halperin, Healey, Zeitchik, Ludman, & Weinstein, 1989; McKenna & Parry, 1994),
Color Traits Test (D’Elia, Satz, Lyons-Uchiyama, & White, 1996), Digit Span test from
the Wechsler Intelligence Scale for Children – III (Wechsler, 1991),Digit Symbol
Modalities Test (Smith, 1991), and the coin rotation task (Ghacibeh, Mirpuri, Drago,
Jeong, Heilman, & Triggs, 2007). It is hoped that the provision of initial normative data
on these tests will allow Chinese psychologists, educators, and health workers to have
Mandarin-Speaking Children 5
access to new and potentially very useful assessment instruments in their
psychodiagnostic work.
Language as a Neuropsychological Variable
The present study is one response to the call for an “anthropological
neuropsychology” (Ardila, 2005). While increasing awareness regarding the importance
of race and ethnicity in neuropsychology research is growing (e.g., Echemendia, 2004,
Evans, Miller, Byrd, & Heaton, 2000; Ivnik, 2005), the influence of native language on
neurocognitive performance has received much less attention. It is well established,
however, that linguistic factors have considerable influence on nearly all processing and
reactive functions (Boroditsky, 2001; Gentner & Goldin-Meadow; Hsieh & Tori, 1993;
Niraula, Mishra, & Dasen, 2004; Shanahan, 2007). Thus, many feel that language, much
like handedness, gender, age, and education, should be considered an important grouping
factor in neuropsychology research and this would be particularly true for a linguistically
diverse nation such as China (Hsieh & Tori, 2007). Future research on the influence of
the various Sintic dialects on neuropsychological performance will, no doubt, provide
new insights into the interactive nature of culture and brain-behavior relationships.
Overview of Research Goals and Objectives
. The basic goal of the present study is to contribute the emergence of
multicultural neuropsychology by obtaining preliminarily normative data on seven easily
administered neurocognitive texts among Mandarin-speaking boys and girls aged 6
through 12 years. It is hoped that findings may provide clinicians working with world’s
largest native language population new diagnostic tools having utility in diverse
situations (e.g., schools, public health centers, neurological and psychiatric clinics).
Mandarin-Speaking Children 6
Method
Participants
A total of 224 school children who were living in northern region of China
participated in the present study. The sample was collected from local communities and
schools in three geographical areas: Beijing, Liaoning Province and Xinjiang Province.
All participants were Mandarin-speaking between the ages 6 to 12 years. There were 107
boys and 117 girls with an average age of 9 years, 6 months. They came from grades
ranging from kindergarten to 7th grade, with the majority of children between first grade
and 6th grade. There were equivalent numbers of children in each grade level (on average,
30 per group) and equal numbers of boys and girls in each age group.
To guide subject selection, a child’s average language and math grades of the past
year were obtained from their teachers. Only those with average or above average
academic performance in both mathematics and language skills were recruited. The
student’s average achievement scores were 91.28 in language and 91.86 in mathematics
(out of a total score of 100). Exclusion criteria included those with medical conditions,
mental retardation and special learning problems that were identified by the school
teachers. A signed parental permission was also obtained prior to the administration of
tests. Parental education and number of siblings were recorded. Consistent with current
cultural norms of the People’s Republic of China, the majority (n = 176, 78.6%) had no
siblings and nearly all children identified as right-handed (n = 219, 97.8%). Each child
was individually tested in his/her home or school.
Measures
Mandarin-Speaking Children 7
The tests selected for this study consisted of measures of motor function,
attention/concentration, memory and learning in both verbal and visual formats,
executive functions (attention and concentration, processing speed and set switching),
and non-verbal intellectual ability.
All test materials and instructions were translated into Mandarin by the first
author and were reviewed by several graduate students for clarity and accuracy. As the
verbal components of assessment were very straightforward no changes were deemed
necessary prior to testing.
The battery consisted of the following tests that were administered in the order
presented:
Coin Rotation Task (CR). Motor dexterity and speed are assessed by this
fundamental task. Uses have included the evaluation of agility impairments and the
degree of movement dysfunction (e.g., Gebhardt, Vanbellingen, Baronti, Kersten, &
Bohlhalter, 2008). This easily administered procedure first involves having a subject hold
a coin (e.g., a quarter) in the dominant hand and having the person to rotate the coin 180
degrees as rapidly as possible using the thumb, index, and middle fingers. Total complete
rotations in 10 seconds minus total number of drops of are recorded. In the present study,
three trials per hand were collected bilaterally and an average was then calculated (for the
dominant and nondominant hands). The final score was the average score of the three
trials per hand.
California Verbal Learning Test – Children’s Version (CVLT-C). This is the
child version of the adult California Verbal Learning Test (CVLT; Delis, Kramer et al.
1987). The CVLT-C is a verbal list-learning test that measures sustained auditory
Mandarin-Speaking Children 8
attention, immediate recall and delayed recall (Delis, Kramer et al., 1994). The procedure
utilizes 3 separate word lists containing 15 nouns each. Each word grouping is organized
around semantic categories that should be recognizable to school-aged children. The
administration of the CVLT-C involves verbal presentation of word lists, and then recall
and recognition of the constituent items at differing time intervals.
First, participants were asked to repeat the list of 15 words over five immediate
recall learning trials (List A). Second, they were asked to repeat a new 15-noun list free-
recall (Interference List B). Next, the students were asked to perform short-delay recall
and semantic-cued recall of List A. After 20 minutes delay, participants were again asked
to perform a long-delay free-recall and a semantic-cued delay recall. Finally, a yes-no
recognition memory trial was presented. Scores collected in the present study included
the individual total scores for trials 1 and 5 of List A, the total score of List A (sum of
trials 1-5), List B Free Recall, List A Short-Delay Free Recall and Cued Recall, List A
Long-Delay Free Recall and Cued Recall and Long Delay Recognition Hits.
Rey-Osterrieth Complex Figure Test (RCFT). This test measures visuospatial
constructional ability and visual-spatial memory (Meyers & Meyers, 1995). It has been
used as an instrument to explore the emergence of spatial, motor and organizational
abilities in both adults and children (Rosselli & Ardila, 2003). Participants were asked to
copy the complex figure stimulus card. When completed, the child’s drawing was scored
following Rey’s 18-item, 36-point scoring system (Hartman & Potter, 1998).
Animal Naming Test and Food Naming Test. Verbal fluency tests are used as a
measure of executive functions and language; they can also be used to evaluate semantic
memory. It is assumed these naming tasks require cognitive flexibility and linguistic
Mandarin-Speaking Children 9
skills. A developmental naming study of normal children aged 6 to 12 has been presented
on American school children by Halperin et al (1989). In the present research, there were
two one-minute trials, in which participants were asked to name animals and then food
within allowed time period. Scoring is the number of animals and food recalled.
Color Trails Test. This is a non-alphabetical parallel form of Trails Making Test
that can be used in cross-cultural population, as it is free from the influence of language
((D’elia et al. 1996). For children’s version, subjects were asked to connect numbered,
colored circles with continuous pencil strokes. There are two sections to Color Trails.
Color Trails-1 asked subjects to connect lines on a page of scattered circles numbered
from one to 15, with even-numbered circles colored yellow and odd-numbered ones
colored pink. Color Trails-2 asked the subjects to alternate between the two colors and
numbers. Scoring was the time in seconds spent in completing the test.
Digit Span Test of WISC-III (Wechsler Intelligence Scale for Children – Third
Edition - Digit Span. The Digit Span subtest of the WISC-III measures attention,
concentration, and short-term memory (Wechsler, 1991). Digit forward requires that
subjects repeat orally presented number sequences of increasing length in the same order
in which they are presented. Digit backward requires the subject to repeat digit sequences
of increasing length in reversed order. Three scores were collected in the child study: raw
score of total digit span, number of digit forward correctly repeated, and number of digit
backward correctly repeated based on the administration manual of WISC-III.
Symbol Digit Modalities Test (SDMT). This test measures visual scanning,
tracking, sustained attention and motoric speed (Smith, 1991). It also allows comparison
between oral and written responses. It is similar to the Digit Symbol Subtest of the
Mandarin-Speaking Children 10
Wechsler Intelligence Scale, but has more items (110) than Digit Symbol Test. Subjects
are presented with a list of symbols that are paired with numbers (1 through 9). A total of
110 items are presented to participants using a standardized work sheet. Ninety seconds
are allowed to complete each trial. Written administration was given first, subject was
asked to write numbers in the blank spaces that is paired to the symbols above them. Oral
administration was then followed, by asking the subjects to read the numbers that were
paired to the symbols. Two scores were collected: the number of items (minus errors)
completed within 90 seconds in both written and oral administrations.
Draw A Person Test (DAP). The Draw A Person Test has been used for over 79
years as a non-verbal estimate of the developmental stages of cognitive maturity and
intellectual ability of children. Universal developmental markers can be seen in children’s
human drawings from all cultures; as a result, the human figure drawing is thought to be
more culturally fair than other ability measures. In 1988, Naglieri revised the DAP by
developing a 14 item, quantitative scoring system with updated norms and to reflect
changes in styles of clothing, hair, etc. He compared matched pairs from his DAP
standardization sample of White, Black and Hispanic students. He found no significant
differences between standard scores for ages 5-14, suggesting minimal impact of cultural
differences on scores.
In the present study, one human figure drawing was administered with pencil and
81/2 X 11” paper to each child. Drawings were scored and evaluated using the Naglieri’s
14-item quantitative scoring system to derive an estimate of intellectual ability. Means
and standard deviations were calculated for female and male students at one-year
increments.
Mandarin-Speaking Children 11
Procedure
Under the supervision of the first author, four native Mandarin-speaking graduate
students from the Psychology Department of Peking University in Beijing, China,
undertook data collection. Administration of tests followed standardized procedures
except where otherwise noted. Participants were offered small souvenirs for completing
the psychometric tasks. To ensure proper test administration and scoring, the graduate
students participated in a training workshop before conducting the field work. Ongoing
supervision was provided throughout data collection.
The total testing administration ranged between 40 minutes to one hour. Scoring
of individual tests followed the standard procedure of each individual testing manual.
Inter-scorer reliability of Rey Complex Figure Test was insured by having three research
assistants all score twenty copy test forms for scoring consistency. Any discrepancies
were discussed to increase the consistency of scoring among the graduate student
administrators.
Statistical Analyses
Initial analyses were conducted to ensure that the assumptions for parametric
univariate and multivariate statistical analyses were met (Lix & Keselman, 2004;
Wilkinson, 1999). A 2x7 (Gender x Age) MANOVA was conducted to detect main
effects and interaction effects in the test variables. Follow up tests were then applied, as
appropriate to determine the specific nature of the mean differences in the test variables.
The obtained scores were divided by gender and age demographics to provide scores that
would be useful for preliminary normative purposes.
Results
Mandarin-Speaking Children 12
Preliminary Analyses
The data set was examined for outliers (variations from the mean of more than
three standard deviations) and two were discovered that were determined to be errors in
data entry. The distributions for all continuous variables save one (CVLT recognition
score) were found to be reasonably normal. The CVLT recognition score had high
negative skew; therefore, a log10 transformation was used to improve normality
(Rasmussen, 1989).
Age by Gender Multivariate Analysis of Variance on All Dependent Variables
Significant main effects for gender, Λ = .833, F(20,190) = 1.904, p = .014, and
age, Λ = .168, F(120,1105.55) = 3.336, p < .001, were obtained, with a non-significant
interaction term, Λ = .525, F(120,1105.55) = 1.085, p = .260.
However, it was determined that not all of the variables had gender differences.
Follow-up ANOVAs revealed that differences between boys and girls were obtained on a
majority of the scores in the CVLT (excluding Recognition score) with female
participants consistently scoring higher than their male peers, ps < .025. Only 2 other
neuropsychological variables differed across gender, the Written subtest of the SDMT,
F(1,209) = 4.710, p = .031, and the Draw-A-Person total score, F(1,209) = 6.961, p =
.009. In both cases, girls again scored higher than boys. Tables summarizing test data will
provide average scores either separating values by gender or collapsing across the sexes
as determined by the above analyses.
Additional ANOVAs to characterize age differences revealed significant findings
for every test variable, ps < .003. Multiple comparisons of every age with each other (e.g.
6 vs. 7, 6 vs. 8, 6 vs. 9, etc) revealed inconsistent patterns of age differences (e.g., ages 6
Mandarin-Speaking Children 13
and 7 were equivalent on some variables but not for others). Due to this inconsistency in
age differences, tables summarizing neuropsychological test data provide readers with
normative data organized by age (year).
Gender and Age Tables
Boys. Test data summarizing boy’s performance by age is provided in Table 1.
Note that the variables summarized in this table were those that differed across gender.
Girls. Test data summarizing girl’s performance by age is provided in Table 2.
Again, this table summarizes performance on those variables where there was a gender
difference.
Combined gender groups. Table 3 provides descriptive statistics for test variables
where gender differences were not statistically significant.
Discussion
This research sought to extend the multicultural perspective of neuropsychology
by collecting preliminary norms for Mandarin-speaking children on easily administered
and internationally used neurocognitive tests. Hopefully, this effort will contribute to an
emerging psychometric infrastructure available for Chinese social scientists, educators,
and mental health practitioners. Given the wholesome educational and health
characteristics of the samples, the obtained test data can serve as normality markers. If
significant deviations from these values are found, the possibility of serious
biopsychosocial problems should be considered (e.g., sequelae of disease, disability, or
injury). Finally, other researchers may want to extend the normative database for these
(and related) instruments taking into consideration class, linguistic (e.g., various Chinese
dialects), and cultural factors.
Mandarin-Speaking Children 14
An Etic Multicultural Assessment Approach
Thought regarding the nature of multicultural neuropsychological assessment may
be stimulated by the approach used in this study (i.e., collection of local norms on widely
used instruments). In the postmodern age, some have conjectured that each culture and
nation is so particular as to require an individualized (or indigenous) assessment
technology (Hoshman & Polkinghorne, 1992; Kim, Park, & Park, 2000). Others,
however, have feared that this view may actually result in unwanted monoculturalism
(Hsieh & Tori, 2007; Tori & Bilmes, 2002). For example, care must be taken to avoid
judgmental characterizations of the ethnicity or locale of test originators such as Cheung,
Leong, and Ben-Porath’s (2003, p. 245) declaration that “… the ethnocentrism of
Western psychology poses a barrier to the broadening of scientific knowledge and the
practice of the profession.”
In contrast to the above position, it can be argued that the cross-cultural utility of
psychometric instruments is a more accurate legitimacy metric than place of origin
matters. In this regard, the tests selected for used in the present study met the conditions
given by Sue and Chang (2003) for valid cross-cultural assessment (i.e., culturally
appropriate items, reliable scoring, accurate translations, and uniformity of constructs
across groups). It was felt that one aspect of multicultural neuropsychological testing
involves the collection of local norms on instruments assessing functions found in all
cultures (e.g., motor speed and control, memory, attention, and speech production).
Of course, such an approach does not eschew the more emic (i.e., indigenous)
approaches to psychodiagnostic assessment. Given that the universalist v. contextualist
debate has had considerable heuristic value (e.g., Kim, 2000), it seem likely that each
Mandarin-Speaking Children 15
perspective will continue make unique contributions to multicultural neuropsychological
measurement. Also, it should not be forgotten that, from a pragmatic stance, ultimate
decisions about the relative importance of methodological approaches rest on empirical
findings rather than philosophical tenets (Trierweiler & Stricker, 1998, chap. 3). Thus,
psychometric research from both positions should continue and be critically evaluated in
terms of scientific criteria.
Age and Gender Differences
While differences between each of the age groups were not always significant, as
is commonly done with other normed tests, it was decided to group data into separate
year intervals. Hopefully, this manner of presentation will make the data arrays easy to
use and it also seemed likely that as additional normative data become available (with
larger sample sizes) more consistent year by year age differences will emerge. In the
present battery, age differences were most distinct on instruments that assessed motor
speed and memory (i.e., Color Traits and Symbol Digit Modalities Test) along with
measures of verbal fluency (animal and food naming). However, for no instrument were
the post hoc tests contrasting the year groupings all significant. Developmental,
educational, and social-cultural factors, no doubt, all contributed to this finding.
Normative data are not typically separated by gender for the instruments used in
the present study (particularly for children under the age of eight). We also found, for the
most part, that gender differences were not significant on the majority of test scores
obtained by the normal children sampled. The exceptions were parts of the California
Verbal Learning, Symbol Digit Modalities, and Draw-A-Person tests. With respect to
verbal learning, others have also reported gender differences in children (e.g., Cutting,
Mandarin-Speaking Children 16
Koth, Mahone, & Denckla, 2003; Donders & Hoffman, 2002; Goodman, Delis, &
Mattson, 1999) and norms for the Symbol Digit Modalities Test are divided by gender.
While the projective drawings of boys and girls often qualitatively differ (Gardner, 1982;
Malchiodi, 1998), no significant differences the sexes have heretofore been found using
the Naglieri scoring system (Hagood, 2003). The significant gender differences obtained
on this measure in the present study should stimulate further investigations of this issue in
Asian populations.
Utility of Data
How might the data collected be useful to practitioners and educators? As
reviewed by Strauss, Sherman, and Spreen (2006), the tests used in this research have
been employed in a host of clinical investigations evaluating the sequelae of brain
pathology due to injury, disease, and drug toxicity; they have also been used to diagnose
learning problems, developmental delays, and psychiatric disorders (e.g., autism,
depression, and anxiety). Human figure drawings have long been used as measures of
personality and cognitive functioning in diverse settings (Koppitz, 1968; Machover,
1949; Qing-Xiong, Jin, & Xiao-Mei, 2005; Rae & Hyland, 2001) and they are almost
always an integral component of psychodiagnostic batteries for children.
Yet another characteristic of the present tests contributing to their utility is very
straightforward administration. Also, most of the instruments can be given in a short time
and complicated materials that are found in traditional neuropsychological assessment
tests (e.g., Halstead-Reitan or the Luria Nebraska neuropsychological batteries) are not
necessary. Thus, teachers, public health officials, and various paraprofessionals could
easily be trained in test administration making widespread use of the instruments
Mandarin-Speaking Children 17
possible. If this were the case, it is possible that routine neurocognitive screening of
children could become feasible.
Limitations
As with all empirical research, limitations regarding the presented data should be
considered. First, random and larger samples are desirable and this is something that
should occur in the near future. In a country as large and diverse as China, it is possible
that performance on tests could vary as function of language and ethnicity. Thus, it would
be a wise course of action to develop norms based on these factors (e.g., perhaps, native
Cantonese and Mandarin speakers might differ in fauna and flora naming). Finally,
assessment of children with identified neurological or psychiatric problems would have
been informative.
Conclusion
Initial normative data for typical (i.e., lacking any known neurological or
psychiatric problems), Mandarin-speaking children aged 7 through 12 years on seven
widely used neuropsychological tests are presented. For statistical reasons and ease of
use, test data were arranged by age for all instruments and by age and gender on tests
where the performance of boys and girls differed. It is hoped that these data will be of
assistance to those charged with the psychodiagnostic assessment of children from this
population and for use in educational and public health settings.
Mandarin-Speaking Children 18
References
Ardila, A. (2005). Directions of research in cross-cultural neuropsychology. Journal of
Clinical and Experimental Neuropsychology, 17, 143-150.
Athanasiou, M. S. (2000). Current nonverbal assessment instruments: A comparison of
psychometric integrity and test fairness. Journal of Psychoeducational
Assessment, 18, 211-229.
Boroditsky, L. (2001). Does language shape thought? Mandarin and English speakers
conceptions of time. Cognitive Psychology, 43, 1-22.
Chan, J. (1987). The use of psychological tests in Hong Kong. Bulletin of the Hong Kong
Psychological Society, 18, 51-60.
Chan A. S., Shum, D., & Cheung, R. W. Y. (2003). Recent development of cognitive and
neuropsychological assessment in Asian countries. Psychological Assessment, 15,
257-267.
Cheung, F. M., Leong, F. T. L., & Ben-Porath, Y. S. (2003). Psychological assessment in
Asia: Introduction to the special section. Psychological Assessment, 15, 242-247.
Court, J. H. (1991). Asian applications of Raven’s Progressive Matrices. Psychologicia:
Journal of Psychology in the Orient, 34, 75-85.
Cutting, L. E., Koth, C. W., Mahone, M., & Denckla, M. (2003). Evidence for
unexpected weaknesses in learning in children with attention-deficit/hyperactivity
disorder without reading disabilities. Journal of Learning Disabilities, 36, 259-
269.
D’Elia, L. F., Satz, P., Lyons-Uchiyama, C., & White, T. (1996). Color Traits Test:
Professional manual. Odessa, FL: Psychological Assessment Resources.
Mandarin-Speaking Children 19
Delis, D., Kramer, J. H., Kaplan, E., & Ober, B. A. (1987). California Verbal Learning
Test: Adult version. San Antonio, TX: Psychological Corporation.
Delis, D., Kramer, J. H., Kaplan, E., & Ober, B. A. (1994). California Verbal Learning
Test: Children’s version. San Antonio, TX: Psychological Corporation.
Donders, J., & Hoffman, N. M. (2002). Gender differences in learning and memory after
pediatric traumatic brain injury. Neuropsychology, 16, 491-499.
Echemendia, R. J. (2004). Cultural diversity and neuropsychology: An uneasy
relationship in a time of change. Applied Neuropsychology, 11, 1-3.
Evans, J. D., Miller, S. W., Byrd, D. A., & Heaton, R. K. (2000). Cross-cultural
applications of the Halstead-Reitan batteries. In E. Fletcher-Janzen, T. L.
Strickland, & C. R. Reynolds (Eds.), The handbook of cultural neuropsychology
(pp. 287-303). New York: Plenum Press.
Gardner, H. (1982). Art, mind, and brain. New York: Basic Books.
Gebhardt, A., Vanbellingen, T., Baronti, F., Kersten, B., & Bohlhalter, S. (2008). Poor
dopaminergic response of impaired dexterity in Parkinson’s disease: Bradykinesia
or limb kinetic apraxia? Movement Disorders, 15, 1701-1706.
Gentner, D., & Goldin-Meadow, S. (Eds.). (2003). Language in mind: Advances in the
study of language and thought. Cambridge, MA: MIT Press.
Ghacibeh, G. A., Mirpuri, R., Drago, V., Jeong, Y., Heilman, K. M., & Triggs, W. J.
(2007). Ipsilateral motor activation during unimanual and bimanual motor tasks.
Clinical Neuropsychology, 118, 325-332.
Goodman, A. M., Delis, D. C., & Mattson, S. N. (1999). Normative data for 4-year-old
children on the California Verbal Learning Test – Children’s Version. The
Mandarin-Speaking Children 20
Clinical Neuropsychologist, 13, 274-282.
Hagood, M. M. (2003). The use of the Naglieri draw-a-person test of cognitive
development: A study with clinical and research implications for art therapists
with children. Art Therapy 20(2), 67-76.
Halperin, J. M., Healey, J. M., Zeitchik, E., Ludman, W. L., & Weinstein, L. (1989).
Developmental aspects of linguistic and mnestic abilities in normal children.
Journal of Clinical and Experimental Neuropsychology, 11, 518-528.
Han, B., & Zhang, K. (2007). Psychology in China. The Psychologist, 20, 734-736.
Hartman, M., & Potter, G. (1998). Sources of age differences on the Rey-Osterrieth
Complex Figure Test. Clinical Neuropsychologist, 12, 513-524.
Hedden, T., Part, D. C., Nisbett, R., Li-Jun, J., Qicheng, J, & Shulan, J. (2002). Cultural
variation in verbal versus spatial neuropsychological function across the life span.
Neuropsychology, 16, 65-73.
Ho, D. Y. F., Peng, S.-Q., Lai, A. C., & Chan, S.-F., F. (2001). Personality across cultural
traditions (Indigenization and beyond: Methodological relationalism is the study
of personality across cultural traditions). Journal of Personality, 10, 111-131.
Horton, A. M. Jr. (1008). Multicultural neuropsychological assessment: The future of
neuropsychology. In A. M. Horton Jr., D. Wedding (Eds.), The
neuropsychology handbook (3rd ed., pp. 345-366). New York: Springer.
Hoshman, L. T., & Polkinghorne, D. E. (1992). Redefining the science-practice
relationship and professional training. American Psychologist, 47, 55-66.
Hsieh, J. S.-L., & Tori, C. D. (1993). Neuropsychological and cognitive effects of
Chinese language instruction. Perceptual and Motor Skills, 77, 1071-1081.
Mandarin-Speaking Children 21
Hsieh, J. S.-L., & Tori, C. D. (2007). Normative data on cross-cultural
neuropsychological tests obtained from Mandarin-speaking adults across the life
span. Archives of Clinical Neuropsychology, 22, 283-296.
Ivnik, J. R. (2005). Normative psychology: A professional obligation. Clinical
Neuropsychologist, 19, 159-161.
Kim, U. (2000). Indigenous, cultural, and cross-cultural psychology: A theoretical,
conceptual, and epistemological analysis. Asian Journal of Social Psychology, 3,
265-287.
Kim, U., & Park, Y-S. (2007). Development of indigenous psychologies: Understanding
people in a global context. In M. J. Stevens & U. P. Gielen (Eds.), Toward a
global psychology: Theory, research, intervention, and pedagogy (pp. 147-172).
Nahwah, NJ: Lawrence Erlbaum.
Kim, U., Park, Y.-S., & Park, D. (2000). The challenge of cross-cultural psychology: The
role of the indigenous psychologies. Journal of Cross-Cultural Psychology, 31,
63-75.
Koppitz, E. M. (1968). Psychological evaluation of children’s human-figure drawings.
New York: Grune & Stratton.
Lix, L. M., & Keselman, H. J. (2004). Multivariate tests of means in independent groups
designs: Effects of covariance heterogeneity and nonnormality. Evaluation and
the Health Professions, 27, 45-69.
Machover, K. (1949). Personality projection in the drawing of the human figure: A
method of personality investigation. Springfield, IL: Charles C. Thomas.
Malchiodi, C. (1998). Understanding children’s drawings. New York: Guilford Press.
Mandarin-Speaking Children 22
McKenna, P., & Parry, R. (1994). Category specificity in naming of natural and man-
made objects: Normative data from adults and children. Neuropsychological
Rehabilitation, 4, 255-281.
Meyers, J. E., & Meyers, K. R. (1995). Ray Complex Figure Tests and Recognition Trial
(RCFT). Odessa, FL: Psychological Assessment Resources.
Naglieri, J. A. (1988). Draw A Person: A quantitative scoring system. New York:
Psychological Corporation.
Niraula, S., Mishra, R. C., & Dasen, P. R. (2004). Linguistic relativity and spatial concept
development in Nepal. Psychology and Developing Societies, 16(2), 99-124.
Qing-Xiong, W., Jin, J., & Xiao-Mei, C. (2005). Visuospatial cognitive characteristics
and behavior problems in children with nonverbal learning disabilities. Chinese
Mental Health Journal, 19, 15-18.
Rasmussen, J. L. (1989). Data transformation, Type I error rate and power. British
Journal of Mathematical and Statistical Psychology, 42, 203-213.
Ray, G., & Hyland, P. (2001). Generalizability and classical test theory analyses of
Koppitz’s scoring system for human figure drawings. British Journal of
Educational Psychology, 71, 369-382.
Rosselli, M., & Ardila, A. (2003). The impact of culture and education on non-verbal
neuropsychological measurements: A critical review. Brain and Cognition, 52,
326-333.
Shanahan, D. (2007). Language, feeling, and the brain: The evocative factor. New
Brunswick, NJ: Transaction Publishers.
Shuttleworth-Edwards, A. B., Donnelly, M. J. R., Reid, I., & Radloff, S. E. (2004). A
Mandarin-Speaking Children 23
cross-cultural study with culture fair normative indications on WAIS-III Digit
Symbol – incidental learning. Journal of Clinical and Experimental
Neuropsychology, 26, 921-932.
Smith, H. (1991). Symbol Digit Modalities Test (SDMT) revised. Los Angeles: Western
Psychological Services.
Strauss, E., Sherman, E. M.-S., & Spreen, O. (2006). A compendium of
neuropsychological tests: Administration, norms, and commentary. New York:
Oxford University Press.
Sue, S., & Chang, J. (2003). The state of psychological assessment in Asia. Psychological
Assessment, 15, 306-310.
Tori, C. D., & Bilmes, M. (2002). Multiculturalism and psychoanalytic psychology: The
validation of a defense mechanisms measure in an Asian population.
Psychoanalytic Psychology, 19, 701-721.
Trierweiler, S. J., & Stricker, G. (1998). The scientific practice of professional
psychology. New York: Plenum Press.
Wechsler, D. (1991). Wechsler Intelligence Scale for Children Third Edition manual.
New York: The Psychological Corporation.
Wilkinson, L. (1999) Statistical methods in psychology journals: Guidelines and
explanations. American Psychologist, 54, 594-604.
Yang, Y. (2004). Advances in psychology in China. In M. J. Stevens & D. Wedding
(Eds.), Handbook of international psychology (pp. 179-191). New York:
Brunner-Routlege.
Mandarin-Speaking Children 24
Author Notes
Mandarin-Speaking Children 25
Table 1
Neuropsychological Test Data for Boys by Age
Indices M SD M SD M SD M SD M SD M SD M SD
CVLT-C
List A
Trial 1 5.08 1.38 5.22 2.11 5.65 2.03 6.13 1.87 5.94 1.25 6.31 1.14 6.62 1.80
Trial 5 9.92 3.29 9.56 3.13 11.18 1.67 11.22 2.91 11.47 1.81 11.88 1.54 12.23 1.88
Total recall 40.00 10.50 40.00 11.79 45.06 9.20 46.91 11.25 45.76 7.90 49.38 4.15 52.00 7.68
Short-delay
Free recall 8.25 2.86 8.67 2.50 9.53 2.27 10.26 2.91 9.59 2.37 10.31 1.40 11.15 2.73
Cued Recall 7.58 3.65 8.11 3.48 9.65 2.12 9.96 3.18 9.53 2.50 10.38 1.54 11.38 2.33
Long-delay
Free recall 8.75 3.44 8.89 2.57 10.12 2.00 10.39 2.59 9.82 2.40 10.50 1.46 11.15 2.34
Cued Recall 8.17 3.41 8.56 4.13 10.24 1.68 10.39 3.43 10.12 2.29 11.25 1.53 11.69 2.29
List B
Total recalled 5.00 2.34 4.22 2.05 5.47 1.59 5.48 2.06 4.82 1.74 5.75 1.57 6.38 1.66
SDMT - Written Score 16.25 5.93 25.11 8.96 29.88 4.85 37.04 6.58 36.82 7.32 41.31 7.25 45.38 7.33
DAP - Total Score 24.75 9.99 32.00 8.69 36.88 8.13 38.04 8.09 42.00 8.37 43.94 5.94 41.00 5.42
Note. CVLT-C = California Verbal Learning Test - Children's Version, SDMT = Symbol Digit Modality Test, DAP = Draw-a-Person Test.
Age Groups
11 (n = 16) 12 (n = 13)6 (n = 12) 7 (n = 9) 8 (n = 17) 9 (n = 23) 10 (n = 17)
Mandarin-Speaking Children 26
Table 2
Neuropsychological Test Data for Girls by Age
Indices M SD M SD M SD M SD M SD M SD M SD
CVLT-C
List A
Trial 1 4.79 1.99 6.47 1.71 6.93 2.05 6.44 1.46 6.62 1.33 8.00 1.69 7.47 1.87
Trial 5 10.16 2.12 11.16 2.29 12.07 2.02 12.61 1.85 12.15 1.77 12.67 2.38 12.53 1.91
Total recall 38.42 9.11 45.95 9.56 51.00 6.01 51.89 5.92 52.46 7.09 55.07 10.57 52.41 6.46
Short-delay
Free recall 8.68 2.71 9.74 2.64 10.60 1.88 11.39 2.45 11.38 2.99 11.87 3.83 11.71 2.28
Cued Recall 7.89 2.00 8.84 2.24 10.93 2.25 11.28 2.14 11.31 2.32 11.67 2.94 11.18 2.21
Long-delay
Free recall 8.47 2.93 10.16 2.59 11.53 2.23 11.72 2.42 11.31 2.78 12.53 2.88 11.53 2.15
Cued Recall 8.21 2.18 9.47 3.01 11.47 2.13 11.89 2.40 11.92 2.63 12.27 2.84 11.82 2.32
List B
Total recalled 4.58 1.92 5.21 1.93 6.27 2.28 6.17 2.07 5.77 1.69 6.80 1.66 6.47 1.74
SDMT - Written Score 18.00 5.52 26.32 4.76 31.00 7.62 35.05 10.46 41.46 8.77 43.87 7.69 51.82 9.59
DAP - Total Score 35.16 5.15 37.00 9.25 40.33 10.20 43.32 7.15 41.08 9.21 45.93 6.04 37.71 12.74
Note. CVLT-C = California Verbal Learning Test - Children's Version, SDMT = Symbol Digit Modality Test, DAP = Draw-a-Person Test.
Age Groups
10 (n = 13) 11 (n = 15) 12 (n = 17)6 (n = 19) 7 (n = 19) 8 (n = 15) 9 (n = 18)
Mandarin-Speaking Children 27
Table 3
Neuropsychological Test Data for Both Genders by Age
Indices M SD M SD M SD M SD M SD M SD M SD
CVLT-C
Recognition Score 12.55 2.79 14.00 1.66 14.34 1.21 14.15 1.24 14.07 1.23 13.90 2.10 14.53 0.82
Rey Complex Figure Test
Raw Score 21.98 5.78 21.80 6.42 23.36 6.36 25.65 3.11 27.43 4.41 28.44 3.63 28.58 2.95
Animal Naming 11.94 3.76 13.04 4.21 12.50 2.95 14.60 3.68 15.77 4.01 16.65 4.32 17.57 4.54
Food Naming 10.16 3.72 10.00 3.67 10.63 3.55 11.71 3.84 13.10 3.56 13.74 4.12 15.97 4.77
Color Trails
Test 1 71.68 37.15 46.07 23.00 40.13 14.51 36.07 9.93 30.63 9.37 29.45 14.36 25.77 9.99
Test 2 128.61 60.20 81.68 27.05 72.47 16.52 62.64 16.86 52.53 9.70 55.45 17.85 44.73 12.07
Digit Span (WISC-III)
Forward 11.29 2.16 11.61 2.15 11.91 2.41 12.90 1.88 12.93 1.93 13.42 1.96 13.60 2.16
Backward 4.13 1.61 4.46 1.57 4.75 2.14 5.60 1.96 6.17 2.57 6.45 2.75 6.77 3.01
Total Score 15.42 2.81 16.07 2.93 16.69 3.91 18.50 2.94 18.77 2.82 19.87 3.91 20.37 4.46
Symbol Digit Modality Test
Verbal 23.00 6.85 31.61 7.90 34.97 7.55 40.21 10.52 44.87 11.19 48.42 9.35 54.07 12.71
Note: CVLT-C = California Verbal Learning Test - Children's Version
6 (n = 31) 7 (n = 28) 8 (n = 32) 9 (n = 42)
Age Groups
10 (n = 30) 11 (n = 31) 12 (n = 30)